{"id":"W4230102948","doi":"10.24124/2016/1235","title":"The relationship between hemodialysis patients' fluid compliance and selected socio-demographic factors in Northern Alberta, Canada","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; University of Northern British Columbia; Natural Sciences and Engineering Research Council of Canada; Alberta Health Services","keywords":"Hemodialysis; Metropolitan area; Medicine; Compliance (psychology); Dialysis; Psychological intervention; Fluid intake; Surgery; Internal medicine; Nursing; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005252921,0.000177905,0.0002763715,0.0009544471,0.002342103,0.001034443,0.000710145,0.0002832696,0.001577469],"category_scores_gemma":[0.001437631,0.0002075692,0.0002552927,0.002480453,0.0004766976,0.0001938193,0.0004422598,0.000542148,0.0001736272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0174556,"about_ca_system_score_gemma":0.01740898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9905707,"about_ca_topic_score_gemma":0.9952278,"domain_scores_codex":[0.9994895,0.00004612704,0.00003341433,0.00004690462,0.000228598,0.0001554362],"domain_scores_gemma":[0.9985684,0.0001280933,0.0002141059,0.00002247613,0.0005742846,0.0004926542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000700498,0.00006517681,0.9938612,0.00001984604,0.00001840842,0.0001070555,0.001187813,0.00006501286,0.0001300914,0.00004691212,0.00066238,0.003765966],"study_design_scores_gemma":[0.000003851929,0.00001645741,0.9978297,0.00001514853,0.000006931801,0.00004305369,0.001674126,0.00009799605,0.00002260852,0.000007642395,0.0002782934,0.000004078697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971723,0.0003699729,0.0000336775,0.0002212405,0.000005621959,0.00001987854,0.0005916058,0.000003712059,0.001582069],"genre_scores_gemma":[0.9981166,0.0004098356,0.00008773462,0.00007930252,0.000004155389,0.000009686128,0.0003456312,0.00000180784,0.0009452351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0174556,"threshold_uncertainty_score":0.1266498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01582796779633946,"score_gpt":0.2473376410836055,"score_spread":0.2315096732872661,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}